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Project: Talk to Your Docs with AI! LangChain & OpenAI in Python

Open apiasak opened this issue 1 year ago • 2 comments

Project Name

Talk to Your Docs with AI!

Description

☕️ Chat with AI (and optionally your document)

This Streamlit application allows users to chat with AI and optionally upload documents to chat about their content using OpenAI's language models.

Screenshot

Screenshot

Flow chart

Flow

Features

  • Chat with AI without document upload
  • Or upload document to start chat Support for multiple file types (PDF, TXT, CSV, DOCX, XLSX)
  • Integration with OpenAI's GPT models
  • Interactive chat interface
  • Document processing with LangChain
  • Vector storage using FAISS for efficient retrieval
  • Customizable system prompt for AI behavior

Technology & Languages

  • [ ] JavaScript
  • [ ] Java
  • [ ] .NET
  • [X] Python
  • [ ] AI Studio
  • [ ] AI Search
  • [ ] PostgreSQL
  • [ ] Cosmos DB
  • [ ] Azure SQL

Project Repository URL

https://github.com/apiasak/Chat-with-Any-Doc

Deployed Endpoint URL

No response

Project Video

https://youtu.be/yCnMoiWIHn8

Team Members

apiasak

apiasak avatar Sep 06 '24 03:09 apiasak

@apiasak Great work !

You can add multiple pdfs and add other options like create a summary, create a question in this way you can target specific industry like Ed.tech

Yash-Kavaiya avatar Sep 06 '24 15:09 Yash-Kavaiya

Hello @apiasak, thank you for participating in RAG Hack!

The team is working hard to distribute badges. Please have each team member fill out this form: aka.ms/raghack/badge-dist

Thank you!

multispark avatar Oct 23 '24 01:10 multispark